ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data.
Hongjiao GuanBin MaYingtao ZhangXianglong TangPublished in: ACML (2021)
Keyphrases
- imbalanced data
- imbalanced data sets
- class distribution
- linear regression
- imbalanced datasets
- ensemble methods
- class imbalance
- support vector machine
- random forest
- feature selection
- sampling methods
- classification models
- decision trees
- minority class
- highly skewed
- high dimensionality
- svm classifier
- benchmark datasets
- majority class
- least squares
- nearest neighbor
- highly imbalanced